Jose M. Benitez

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Francisco HerreraProfessor Computer Science and AI, DaSCI Research Institute, Granada University, SpainVerifierad e-postadress på decsai.ugr.es
Christoph BergmeirUniversity of GranadaVerifierad e-postadress på monash.edu
Salvador GarcíaFull Professor of Computer Science and Artificial Intelligence. University of Granada.Verifierad e-postadress på decsai.ugr.es
Daniel PeraltaAssistant Professor, Dept. of Computer Science and Artificial Intelligence, University of GranadaVerifierad e-postadress på ugr.es
Isaac Triguero VelázquezDistinguished Senior Research Fellow at University of Granada, Associate Professor in Data ScienceVerifierad e-postadress på nottingham.ac.uk
Juan Luis CastroProfessor of Computer Science and Artificial Intelligence. University of GranadaVerifierad e-postadress på decsai.ugr.es
Sara del Río GarcíaSystems engineer, RHEA Group for European Space AgencyVerifierad e-postadress på sciops.esa.int
Antonio Arauzo-AzofraUniversidad de CórdobaVerifierad e-postadress på uco.es
Victoria Lopez MoralesResearch Associate, Imperial College LondonVerifierad e-postadress på imperial.ac.uk
Veronica Bolon-CanedoAssociate Professor, Universidade da Coruña, CITICVerifierad e-postadress på udc.es
Amparo Alonso-BetanzosCatedrática de Computación, CITIC (UDC)Verifierad e-postadress på udc.es
Miguel LastraProfesor Contratado Doctor de la Universidad de Granada (Associate Professor)Verifierad e-postadress på ugr.es
José Luis AznarteAssociate Professor. Artificial Intelligence Department, UNED.Verifierad e-postadress på dia.uned.es
Lala Septem RizaUniversitas Pendidikan IndonesiaVerifierad e-postadress på upi.edu
Manuel J. Parra RoyónPostdoctoral Researcher, IAA-CSIC. Department of Extragalactic AstronomyVerifierad e-postadress på decsai.ugr.es
Francisco Javier Baldán LozanoDepartment of Computer Science, University of Jaén, Jaén, SpainVerifierad e-postadress på ujaen.es
Alberto Fernández HilarioFull Professor of Computer Science and Artificial Intelligence, University of GranadaVerifierad e-postadress på decsai.ugr.es
Mikel GalarAssociate Professor of Computer Science and Artificial Intelligence, Universidad Pública de NavarraVerifierad e-postadress på unavarra.es
Humberto BustinceProfessor of Computer Science, Universidad Publica de NavarraVerifierad e-postadress på unavarra.es
Rafael AlcaláFull Professor of Computer Science and Artificial Intelligence, University of GranadaVerifierad e-postadress på decsai.ugr.es

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Jose M. Benitez

Full Professor, Universidad de Granada

Verifierad e-postadress på decsai.ugr.es

Big Data Cloud Computing Time Series Computational Intelligence Biometrics


Titel Sortera efter citat Sortera efter år Sortera efter titel	Citeras av Citeras av	År
On the use of cross-validation for time series predictor evaluation C Bergmeir, JM Benítez Information Sciences 191, 192-213, 2012	1115	2012
Big data preprocessing: methods and prospects S García, S Ramírez-Gallego, J Luengo, JM Benítez, F Herrera Big data analytics 1, 1-22, 2016	780	2016
A review of microarray datasets and applied feature selection methods V Bolón-Canedo, N Sánchez-Marono, A Alonso-Betanzos, JM Benítez, ... Information sciences 282, 111-135, 2014	766	2014
Are artificial neural networks black boxes? JM Benítez, JL Castro, I Requena IEEE Transactions on neural networks 8 (5), 1156-1164, 1997	744	1997
On the use of mapreduce for imbalanced big data using random forest S Del Río, V López, JM Benítez, F Herrera Information Sciences 285, 112-137, 2014	436	2014
Bagging exponential smoothing methods using STL decomposition and Box–Cox transformation C Bergmeir, RJ Hyndman, JM Benítez International journal of forecasting 32 (2), 303-312, 2016	421	2016
Neural networks in R using the Stuttgart neural network simulator: RSNNS CN Bergmeir, JM Benítez Sánchez American Statistical Association, 2012	401	2012
Big Data with Cloud Computing: an insight on the computing environment, MapReduce, and programming frameworks A Fernández, S del Río, V López, A Bawakid, MJ del Jesus, JM Benítez, ... Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 4 (5 …, 2014	350	2014
Cost-sensitive linguistic fuzzy rule based classification systems under the MapReduce framework for imbalanced big data V López, S Del Río, JM Benítez, F Herrera Fuzzy Sets and Systems 258, 5-38, 2015	320	2015
frbs: Fuzzy rule-based systems for classification and regression in R LS Riza, C Bergmeir, F Herrera, JM Benítez Journal of statistical software 65, 1-30, 2015	240	2015
Implementing algorithms of rough set theory and fuzzy rough set theory in the R package “RoughSets” LS Riza, A Janusz, C Bergmeir, C Cornelis, F Herrera, D Śle, JM Benítez Information sciences 287, 68-89, 2014	211	2014
A survey on fingerprint minutiae-based local matching for verification and identification: Taxonomy and experimental evaluation D Peralta, M Galar, I Triguero, D Paternain, S García, E Barrenechea, ... Information Sciences 315, 67-87, 2015	202	2015
Data discretization: taxonomy and big data challenge S Ramírez‐Gallego, S García, H Mouriño‐Talín, D Martínez‐Rego, ... Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 6 (1), 5-21, 2016	200	2016
Fast‐mRMR: Fast minimum redundancy maximum relevance algorithm for high‐dimensional big data S Ramírez‐Gallego, I Lastra, D Martínez‐Rego, V Bolón‐Canedo, ... International Journal of Intelligent Systems 32 (2), 134-152, 2017	191	2017
ROSEFW-RF: the winner algorithm for the ECBDL’14 big data competition: an extremely imbalanced big data bioinformatics problem I Triguero, S Del Río, V López, J Bacardit, JM Benítez, F Herrera Knowledge-Based Systems 87, 69-79, 2015	190	2015
Fuzzy control of HVAC systems optimized by genetic algorithms R Alcalá, JM Benítez, J Casillas, O Cordón, R Pérez Applied Intelligence 18, 155-177, 2003	184	2003
Evolutionary feature selection for big data classification: A mapreduce approach D Peralta, S Del Río, S Ramírez-Gallego, I Triguero, JM Benitez, ... Mathematical Problems in Engineering 2015 (1), 246139, 2015	180	2015
Artificial neural network-based equation for estimating VO2max from the 20 m shuttle run test in adolescents JR Ruiz, J Ramirez-Lechuga, FB Ortega, J Castro-Pinero, JM Benitez, ... Artificial intelligence in medicine 44 (3), 233-245, 2008	179	2008
Interpretation of artificial neural networks by means of fuzzy rules JL Castro, CJ Mantas, JM Benítez IEEE Transactions on Neural Networks 13 (1), 101-116, 2002	163	2002
An overview of e-learning in cloud computing A Fernandez, D Peralta, F Herrera, JM Benítez Workshop on Learning Technology for Education in Cloud (LTEC'12), 35-46, 2012	156	2012

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